Class Hierarchy

Go to the graphical class hierarchy

This inheritance list is sorted roughly, but not completely, alphabetically:

[detail level 123]

▼CNNFS::Layer	Base class for all layers
▼CNNFS::Activation	Base class for all activation functions
CNNFS::ReLU	ReLU activation function
CNNFS::Sigmoid	Sigmoid activation function
CNNFS::Softmax	Softmax activation function
CNNFS::Tanh
CNNFS::Dense	Dense layer
▼CNNFS::Loss	Base class for all loss functions
CNNFS::CCE	Cross-entropy loss function
CNNFS::CCESoftmax	Cross-entropy loss function with softmax activation
CNNFS::Metrics	Metrics class
▼CNNFS::Model	Abstract base class for the model in a neural network
CNNFS::NeuralNetwork	A neural network model
▼CNNFS::Optimizer	Base class for all optimizers
CNNFS::Adagrad	Adagrad optimizer (Adaptive Gradient)
CNNFS::Adam	Adam optimizer - Adaptive Moment Estimation, one of the most popular and efficient gradient-based optimization algorithms
CNNFS::RMSProp	Root Mean Square Propagation optimizer
CNNFS::SGD	Stochastic Gradient Descent optimizer
▼CQLabel
CCanvas	Custom widget for drawing on a canvas
▼CQMainWindow
CPaint	Painting application
▼CQObject
CTestCanvas
▼Ctesting::Test
CAdagradTest
CAdamTest
CCCESoftmaxTest
CCCETest
CDenseTest
CMetricsTest
COptimizerTest
CRMSpropTest
CReLUTest
CSGDTest
CSigmoidTest
CSoftmaxTest
CTanhTest